Run: 2026-07-25-01KYCY261W3V1HFASG5VB60MCJ

Run Details

Model:
Gemini 3.6 Flash (Reasoning)
Test:
Language Writing
Scenario:
Character dialogue (Italian) in a story
Duration:
12.8s
Cost:
$0.016744
Provider:
Google AI Studio

Evaluation summary

Score Evaluator
Details Link
100.00% Parse dialogue (details)

Model input

System
You are an expert novel author in the cozy mystery genre. Take the following details about characters/locations/... into account: <character name="Isabella"> Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian and does not yet know any English. She enjoys landscape photography and is always seen with her camera. </character> <character name="Hunter"> Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN. He is a former marine and has a no-nonsense attitude. Hunter has no knowledge of Italian, not even basic phrases. </character> <location name="Alborn, MN"> Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival. </location>
User/Human
Write the following scene: Isabella is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town. She responds troubled and shaken in Italian, and Hunter looks confused. They talk for a while, until Hunter gets a call and has to leave. Return the dialogue between Isabella and Hunter as a voice sheet: Isabella: "..." Hunter: "..."

Model response

AI
Hunter: "Excuse me, ma'am. Detective Hunter, Alborn PD. Mind if I ask you a few questions about the disturbance near the apple orchards last night?" Isabella: "Mi scusi? Non... non capisco. Io non parlo inglese, mi dispiace." Hunter: "No English, huh? Great. Look, I'm investigating a missing person. Did you happen to see anything unusual while you were out here taking pictures?" Isabella: "Io... stavo solo fotografando il paesaggio al tramonto, ma poi ho sentito delle urla. Guardi qui, nella mia macchina fotografica! C'è qualcosa di tremendo!" Hunter: "Slow down, ma'am. I don't understand a single word you're saying. Are you okay? You're shaking like a leaf." Isabella: "Guardi lo schermo! C'è un'auto scura e una persona che viene trascinata verso il bosco... Ho molta paura. Cosa sta succedendo in questa città?" Hunter: "Is that... a picture on your screen? Let me take a look at that camera." Isabella: "No! Cioè, sì, guardi, ma non toccarla, per favore! È molto delicata. Guardi solo da vicino... vede quella giacca tra gli alberi?" Hunter: "Hold on. You're pointing at the woods near the old mill. Wait... is that a spot of red? *Rosso*? Is that the word?" Isabella: "Sì! Sì, *rosso*! L'uomo con la giacca rossa! È salito su quel furgone ed è sparito! È pericoloso!" Hunter: "Red jacket... Damn it, I wish I knew what else you were telling me." Hunter: "Hunter here... What? A abandoned truck found out on County Road 4? Right now? I'm five minutes away." Isabella: "Che succede? Dove va? Signor poliziotto, non mi lasci qui da sola!" Hunter: "Look, ma'am—do not delete those pictures. Stay right at this table, okay? I'm going to call dispatch, find someone who speaks Italian, and bring them right back. Just... stay. *Per favore*?"
created_at"2026-07-25T15:24:53.701Z" 7/25/2026, 3:24:53 PM
model"google/gemini-3.6-flash-20260721"
app_id182717
external_user(null)
streamedtrue
cancelledfalse
latency1487
moderation_latency(null)
generation_time12710
tokens_prompt308
tokens_completion1142
native_tokens_prompt288
native_tokens_completion2175
native_tokens_completion_images0
native_tokens_reasoning1680
native_tokens_cached0
num_media_prompt(null)
num_input_audio_prompt(null)
num_media_completion0
num_search_results(null)
num_fetches(null)
web_search_engine(null)
origin"https://ncbench.com/"
is_byokfalse
finish_reason"stop"
native_finish_reason"STOP"
service_tier"default"
usage0.0167445
router(null)
provider_responses
0
endpoint_id"5d6d133d-a953-4781-a835-7ee76f4e1388"
id"RdVkapTDM-iI-sAPhNPakQY"
is_byokfalse
latency1487
model_permaslug"google/gemini-3.6-flash-20260721"
provider_name"Google AI Studio"
status200
user_agent"langchainjs-openai/1.0.0 ((node/v24.18.0; linux; x64))"
http_referer(null)
request_id"req-1784993093-aPZ6v71weBHtxQ0XyHWc"
session_id(null)
preset_id(null)
api_type"completions"
id"gen-1784993093-bWWPwi2SU0qbaXSM8H5Y"
upstream_id"RdVkapTDM-iI-sAPhNPakQY"
total_cost0.0167445
cache_discount(null)
upstream_inference_cost0
provider_name"Google AI Studio"
response_cache_source_id(null)
data_region"global"

Evaluation details

Result Evaluator Details Meta Data
100.00% Parse dialogue n/a
dialogue
0
name"Hunter"
dialogue"Excuse me, ma'am. Detective Hunter, Alborn PD. Mind if I ask you a few questions about the disturbance near the apple orchards last night?"
detectedLang"en"
heavyLang"en"
scores
en0.7598522167487685
fr0.607645875251509
tl0.5619946091644205
it0.5361560418648906
no0.4672131147540984
es0.44790486976217436
pt0.44507683551508254
ca0.4298245614035088
ro0.4261330194231901
sq0.42136498516320475
de0.4189511323003576
nl0.41546762589928055
da0.4062119366626066
sv0.4025735294117647
cs0.31770468859342194
yo0.31386347642505275
hr0.3128964059196617
et0.28361498897869214
sl0.27347242921013415
hu0.24183514774494555
ms0.22557585385226367
sk0.2111650485436893
pl0.19154228855721395
tr0.17442845046570704
lt0.12946428571428573
fi0.12398921832884095
is0.12398921832884095
az0.12003610108303249
lv0.12003610108303249
vi0.12003610108303249
be0.06698564593301436
eu0.06698564593301436
uk0.06069364161849711
reliabletrue
passestrue
1
name"Isabella"
dialogue"Mi scusi? Non... non capisco. Io non parlo inglese, mi dispiace."
detectedLang"it"
heavyLang"it"
scores
it0.7789008212255212
es0.6384297520661157
fr0.5518565941101152
pt0.5454545454545454
ro0.494949494949495
sk0.47839046199701935
en0.47761194029850745
ca0.47526236881559225
yo0.4479495268138801
cs0.3794326241134752
sl0.3069306930693069
hu0.3027888446215139
tl0.29718875502008035
pl0.29292929292929293
hr0.28716904276985744
et0.2857142857142857
de0.2738589211618257
tr0.2723492723492723
sq0.2677824267782427
eu0.19908466819221968
az0.16666666666666666
lt0.15254237288135594
ms0.15254237288135594
nl0.15254237288135594
da0.14425427872860636
lv0.14425427872860636
no0.14425427872860636
sv0.14425427872860636
reliabletrue
passestrue
2
name"Hunter"
dialogue"No English, huh? Great. Look, I'm investigating a missing person. Did you happen to see anything unusual while you were out here taking pictures?"
detectedLang"en"
heavyLang"en"
scores
en0.8098478783026422
tl0.6313542879317035
no0.526656701544594
pt0.49414270500532487
ro0.4739756367663345
sv0.47045707915273133
nl0.4656917885264342
da0.463882618510158
de0.4583808437856328
et0.4444444444444444
fr0.4418331374853114
ca0.4411764705882353
es0.41824862216778935
hr0.4114002478314746
ms0.4032663316582915
sk0.39528962444302995
sq0.39063502245028864
it0.3770491803278688
is0.375
lv0.3670886075949367
cs0.3581081081081081
pl0.3356643356643356
sl0.3004418262150221
lt0.28785607196401797
tr0.250788643533123
hu0.24782264449722882
az0.24722662440570525
fi0.22764227642276424
yo0.2122719734660033
eu0.06862745098039216
vi0.06862745098039216
reliabletrue
passestrue
3
name"Isabella"
dialogue"Io... stavo solo fotografando il paesaggio al tramonto, ma poi ho sentito delle urla. Guardi qui, nella mia macchina fotografica! C'è qualcosa di tremendo!"
detectedLang"it"
heavyLang"it"
scores
it0.8080014288265761
es0.5441051738761663
ca0.5093564582382474
fr0.48539971278123506
pt0.46034136546184745
ro0.3950478334271244
de0.36465721040189125
et0.34966727162734423
no0.34966727162734423
tl0.349273607748184
ms0.3384615384615385
sk0.31659249841068027
en0.3001302083333333
sq0.2847638057218896
cs0.27949061662198393
sl0.274139095205942
da0.2677111716621254
pl0.23433048433048434
nl0.22606191504679624
fi0.2255043227665706
hr0.21704297159504732
lt0.20605612998522896
tr0.20429311621021465
eu0.19716206123973115
az0.18064024390243902
sv0.16924265842349304
yo0.16342412451361868
lv0.154874213836478
vi0.14
hu0.07087294727744166
reliabletrue
passestrue
4
name"Hunter"
dialogue"Slow down, ma'am. I don't understand a single word you're saying. Are you okay? You're shaking like a leaf."
detectedLang"en"
heavyLang"en"
scores
en0.78690760313672
tl0.5836109260493004
no0.5589273112208892
sv0.4689889549702634
ro0.46397941680960547
da0.4503078276165347
nl0.4013409961685824
de0.4001919385796545
cs0.3896484375
sk0.3654822335025381
ca0.3543388429752066
it0.33083511777301927
pl0.33083511777301927
is0.31167400881057267
fr0.2985409652076319
hr0.2865296803652968
tr0.28325688073394495
hu0.26297169811320753
pt0.25239234449760767
sq0.24789410348977134
yo0.24789410348977134
lt0.1883116883116883
ms0.1883116883116883
az0.17546174142480211
lv0.17546174142480211
vi0.17546174142480211
es0.17437252311756934
et0.1677762982689747
sl0.12587412587412586
be0.10071942446043164
eu0.10071942446043164
fi0.09156976744186046
uk0.09156976744186046
reliabletrue
passestrue
5
name"Isabella"
dialogue"Guardi lo schermo! C'è un'auto scura e una persona che viene trascinata verso il bosco... Ho molta paura. Cosa sta succedendo in questa città?"
detectedLang"it"
heavyLang"it"
scores
it0.8098497813272485
es0.602543720190779
ca0.6012759170653907
ro0.5652173913043478
pt0.5215311004784688
fr0.42296595499134443
en0.41961694718514214
tl0.40863394441159073
nl0.3902439024390244
no0.34810951760104303
de0.323867478025693
sv0.3145990404386566
az0.31224209078404397
sq0.30891499654457505
lt0.299229152067274
lv0.2962702322308234
sl0.29478138222849076
hr0.27060539752005836
et0.2598075499629904
is0.2576095025983668
yo0.2531740104555638
fi0.24471299093655588
ms0.24471299093655588
sk0.2401215805471125
hu0.23254029163468917
pl0.22839506172839508
tr0.22839506172839508
cs0.19093851132686085
da0.18166939443535188
eu0.08340971585701192
vi0.08340971585701192
reliabletrue
passestrue
6
name"Hunter"
dialogue"Is that... a picture on your screen? Let me take a look at that camera."
detectedLang"en"
heavyLang"en"
scores
en0.8116760828625236
tl0.7116077865897621
fr0.5580110497237569
nl0.5475113122171946
it0.5288574793875147
sl0.5243757431629013
es0.504950495049505
no0.4936708860759494
yo0.49044585987261147
ro0.4838709677419355
fi0.48186528497409326
ca0.45725915875169604
da0.44751381215469616
cs0.44367176634214184
et0.43820224719101125
hu0.43661971830985913
ms0.4261119081779053
sq0.4211287988422576
hr0.41690962099125367
pt0.3630573248407643
de0.3442622950819672
sk0.33884297520661155
pl0.32088285229202035
is0.2945326278659612
sv0.26605504587155965
hi0.17355371900826447
lt0.17012448132780084
tr0.16142557651991615
az0.14893617021276595
eu0.14893617021276595
lv0.14893617021276595
vi0.14893617021276595
reliabletrue
passestrue
7
name"Isabella"
dialogue"No! Cioè, sì, guardi, ma non toccarla, per favore! È molto delicata. Guardi solo da vicino... vede quella giacca tra gli alberi?"
detectedLang"it"
heavyLang"it"
scores
it0.8173970783532537
ca0.5623342175066314
es0.5444505797901712
en0.4579500657030223
pt0.4349315068493151
ro0.40775305096913134
fr0.39999999999999997
tl0.3861607142857143
yo0.3574766355140187
hr0.3170529801324503
tr0.30438448566610454
sl0.28879310344827586
no0.28633217993079585
sq0.2712014134275618
nl0.2673179396092362
vi0.25339366515837103
et0.23963133640552997
sv0.23752310536044363
sk0.23255813953488372
hu0.23112767940354148
pl0.22897196261682243
de0.22535211267605632
da0.2172675521821632
eu0.20366795366795365
az0.20135527589545013
ms0.1823587710604559
lt0.18154761904761904
cs0.15384615384615385
fi0.13702928870292888
lv0.13702928870292888
is0.09040793825799338
reliabletrue
passestrue
8
name"Hunter"
dialogue"Hold on. You're pointing at the woods near the old mill. Wait... is that a spot of red? Rosso? Is that the word?"
detectedLang"en"
heavyLang"en"
scores
en0.8060762766645119
tl0.6886351842241827
da0.494949494949495
nl0.47414548641542503
yo0.4708994708994709
no0.4530537830446673
it0.44547134935304994
fr0.40594059405940597
hu0.402390438247012
hr0.3630573248407643
pt0.35965848452508004
is0.35553168635875404
ro0.3197278911564626
pl0.318955732122588
sl0.28825622775800713
ca0.281437125748503
ms0.27884615384615385
de0.27710843373493976
sv0.269183922046285
et0.26560587515299877
es0.2647058823529412
fi0.26199261992619927
cs0.25650557620817843
sk0.2546583850931677
lt0.21875
sq0.2
hi0.12280701754385964
tr0.1137370753323486
az0.1044776119402985
eu0.1044776119402985
lv0.1044776119402985
vi0.1044776119402985
reliabletrue
passestrue
9
name"Isabella"
dialogue"Sì! Sì, rosso! L'uomo con la giacca rossa! È salito su quel furgone ed è sparito! È pericoloso!"
detectedLang"it"
heavyLang"it"
scores
it0.8031496062992126
es0.5901639344262295
pt0.4502868068833652
ro0.41624365482233505
yo0.40904419321685515
fr0.37431991294885747
lt0.37295528898582336
ca0.3575418994413408
tl0.35247747747747743
fi0.32590855803048063
no0.2874845105328377
vi0.2721518987341772
hr0.267515923566879
ms0.2144808743169399
sq0.21232876712328766
tr0.20470262793914246
da0.19692737430167598
sv0.19692737430167598
en0.19241573033707865
hu0.14050822122571002
az0.12613981762917933
sk0.12613981762917933
is0.11944869831546708
sl0.11944869831546708
cs0.10852713178294573
de0.10852713178294573
nl0.0987460815047022
et0.09305993690851734
lv0.09305993690851734
reliabletrue
passestrue
10
name"Hunter"
dialogue"Red jacket... Damn it, I wish I knew what else you were telling me."
detectedLang"en"
heavyLang"en"
scores
en0.8050935550935552
tl0.6185147507629705
sq0.49528936742934054
sv0.49048913043478265
no0.4798890429958391
da0.46428571428571425
et0.3961352657004831
hr0.36332767402376914
nl0.34895833333333337
it0.34210526315789475
es0.3315508021390375
cs0.32795698924731176
ms0.32795698924731176
fr0.3231046931407942
sl0.3029739776951673
yo0.3029739776951673
lv0.28435114503816794
ca0.2690058479532163
pl0.251497005988024
ro0.1935483870967742
pt0.19006479481641467
de0.17943107221006563
fi0.16666666666666666
sk0.1610738255033557
be0.15730337078651685
tr0.15730337078651685
hu0.1515837104072398
az0.14383561643835618
is0.14383561643835618
lt0.14383561643835618
uk0.14383561643835618
vi0.14383561643835618
reliabletrue
passestrue
11
name"Hunter"
dialogue"Hunter here... What? A abandoned truck found out on County Road 4? Right now? I'm five minutes away."
detectedLang"en"
heavyLang"en"
scores
en0.8113492303048597
tl0.6824186991869918
ca0.5290128108515448
fr0.46397941680960547
no0.42765567765567764
de0.4271310724106325
pt0.40191387559808617
et0.3654822335025381
es0.3609406952965235
it0.3469174503657262
da0.3206521739130435
sq0.31991294885745375
fi0.3131868131868132
cs0.31091510474090406
sk0.3093922651933701
ro0.30011198208286677
yo0.30011198208286677
hr0.29932735426008966
pl0.28734321550741165
sl0.26122931442080377
sv0.24516908212560387
nl0.23873325213154686
ms0.22456575682382132
hu0.1997439180537772
lt0.1883116883116883
tr0.17871222076215507
hi0.11847672778561354
is0.10714285714285714
az0.10071942446043164
eu0.10071942446043164
lv0.10071942446043164
vi0.10071942446043164
reliabletrue
passestrue
12
name"Isabella"
dialogue"Che succede? Dove va? Signor poliziotto, non mi lasci qui da sola!"
detectedLang"it"
heavyLang"it"
scores
it0.8035136384650948
fr0.6125797629899726
ca0.5604963805584281
es0.5283018867924528
ro0.523542600896861
en0.45652173913043476
da0.4348404255319149
tr0.4318181818181818
sl0.4186046511627907
eu0.41780821917808225
hr0.40056417489421725
tl0.38936781609195403
pt0.38672438672438675
no0.36377245508982037
cs0.358974358974359
nl0.3541033434650456
sk0.3541033434650456
pl0.3501529051987768
de0.34815950920245403
sv0.34715821812596004
ms0.29983525535420097
sq0.29983525535420097
az0.29867986798679863
yo0.2772108843537415
hu0.2735042735042735
et0.17315175097276264
lv0.17315175097276264
lt0.169921875
fi0.1650294695481336
vi0.1290983606557377
reliabletrue
passestrue
13
name"Hunter"
dialogue"Look, ma'am—do not delete those pictures. Stay right at this table, okay? I'm going to call dispatch, find someone who speaks Italian, and bring them right back. Just... stay. Per favore?"
detectedLang"en"
heavyLang"en"
scores
en0.8026315789473685
tl0.5919477693144722
da0.44744597249508844
fr0.4438952051408799
no0.4433448787728847
ca0.3954862976894143
sv0.3951612903225807
ro0.3777654867256637
de0.37465258476931634
sq0.3693946188340807
it0.36296715741789354
es0.3597040409789414
pt0.35493119266055045
sl0.347069065583285
nl0.3267504488330341
hr0.3185947910357359
yo0.28932406822488943
et0.2690058479532163
sk0.267100977198697
cs0.2584047462096243
tr0.2083040112596763
lt0.20212765957446807
pl0.19814682822523166
ms0.17702999268471104
lv0.15413533834586465
fi0.10643367752184274
vi0.08980582524271845
hu0.06947890818858561
az0.049831081081081086
reliabletrue
passestrue